Cargando…

The Application of a Topology Optimization Algorithm Based on the Kriging Surrogate Model in the Mirror Design and Optimization of an Aerial Camera

In a Cassegrain optical system, the surface precision of the primary mirror is an important factor in the quality of the image. The design of a lightweight primary mirror with a high-quality optical surface is crucial. In this thesis, an integrated mirror light engine design optimization process is...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhao, Yubo, Li, Lei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10457911/
https://www.ncbi.nlm.nih.gov/pubmed/37631772
http://dx.doi.org/10.3390/s23167236
_version_ 1785097038127431680
author Zhao, Yubo
Li, Lei
author_facet Zhao, Yubo
Li, Lei
author_sort Zhao, Yubo
collection PubMed
description In a Cassegrain optical system, the surface precision of the primary mirror is an important factor in the quality of the image. The design of a lightweight primary mirror with a high-quality optical surface is crucial. In this thesis, an integrated mirror light engine design optimization process is proposed for an aviation optoelectronic device. It is based on the Kriging surrogate model and nests the topology optimization algorithm, which constructs the mirror RMS value response surface and obtains the dominant relationship between mirror structure and surface accuracy. The optimal surface figure lightweight structure of the mirror is obtained by optimizing the surrogate model with an additive criterion and multi-objective optimization analysis. The root mean square value (RMS) of the corresponding primary mirror is 10.41 nm, which is better than 1/40 [Formula: see text] ([Formula: see text] = 632.8 nm). This meets the optical design specifications. The optimal primary mirror structure is analyzed by using the finite element method, which verifies the precision of the Kriging surrogate model. It has an error of 0.28%. The kinetic analysis of the primary mirror shows that the primary mirror does not yield to plastic deformation or even failure under a three-way 20 g acceleration load. This meets the environmental suitability requirements.
format Online
Article
Text
id pubmed-10457911
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-104579112023-08-27 The Application of a Topology Optimization Algorithm Based on the Kriging Surrogate Model in the Mirror Design and Optimization of an Aerial Camera Zhao, Yubo Li, Lei Sensors (Basel) Article In a Cassegrain optical system, the surface precision of the primary mirror is an important factor in the quality of the image. The design of a lightweight primary mirror with a high-quality optical surface is crucial. In this thesis, an integrated mirror light engine design optimization process is proposed for an aviation optoelectronic device. It is based on the Kriging surrogate model and nests the topology optimization algorithm, which constructs the mirror RMS value response surface and obtains the dominant relationship between mirror structure and surface accuracy. The optimal surface figure lightweight structure of the mirror is obtained by optimizing the surrogate model with an additive criterion and multi-objective optimization analysis. The root mean square value (RMS) of the corresponding primary mirror is 10.41 nm, which is better than 1/40 [Formula: see text] ([Formula: see text] = 632.8 nm). This meets the optical design specifications. The optimal primary mirror structure is analyzed by using the finite element method, which verifies the precision of the Kriging surrogate model. It has an error of 0.28%. The kinetic analysis of the primary mirror shows that the primary mirror does not yield to plastic deformation or even failure under a three-way 20 g acceleration load. This meets the environmental suitability requirements. MDPI 2023-08-17 /pmc/articles/PMC10457911/ /pubmed/37631772 http://dx.doi.org/10.3390/s23167236 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zhao, Yubo
Li, Lei
The Application of a Topology Optimization Algorithm Based on the Kriging Surrogate Model in the Mirror Design and Optimization of an Aerial Camera
title The Application of a Topology Optimization Algorithm Based on the Kriging Surrogate Model in the Mirror Design and Optimization of an Aerial Camera
title_full The Application of a Topology Optimization Algorithm Based on the Kriging Surrogate Model in the Mirror Design and Optimization of an Aerial Camera
title_fullStr The Application of a Topology Optimization Algorithm Based on the Kriging Surrogate Model in the Mirror Design and Optimization of an Aerial Camera
title_full_unstemmed The Application of a Topology Optimization Algorithm Based on the Kriging Surrogate Model in the Mirror Design and Optimization of an Aerial Camera
title_short The Application of a Topology Optimization Algorithm Based on the Kriging Surrogate Model in the Mirror Design and Optimization of an Aerial Camera
title_sort application of a topology optimization algorithm based on the kriging surrogate model in the mirror design and optimization of an aerial camera
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10457911/
https://www.ncbi.nlm.nih.gov/pubmed/37631772
http://dx.doi.org/10.3390/s23167236
work_keys_str_mv AT zhaoyubo theapplicationofatopologyoptimizationalgorithmbasedonthekrigingsurrogatemodelinthemirrordesignandoptimizationofanaerialcamera
AT lilei theapplicationofatopologyoptimizationalgorithmbasedonthekrigingsurrogatemodelinthemirrordesignandoptimizationofanaerialcamera
AT zhaoyubo applicationofatopologyoptimizationalgorithmbasedonthekrigingsurrogatemodelinthemirrordesignandoptimizationofanaerialcamera
AT lilei applicationofatopologyoptimizationalgorithmbasedonthekrigingsurrogatemodelinthemirrordesignandoptimizationofanaerialcamera